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    "# Axis Label Justification (`hjust`, `vjust`)\n",
    "\n",
    "The `hjust` and `vjust` parameters control the horizontal and vertical justification of axis labels.\n",
    "\n",
    "- **`hjust` (Horizontal Justification):**  \n",
    "  Adjusts the horizontal alignment of the label relative to its default position.  \n",
    "  - `hjust = 0.0` aligns the label to the left.  \n",
    "  - `hjust = 0.5` centers the label.  \n",
    "  - `hjust = 1.0` aligns the label to the right.  \n",
    "\n",
    "\n",
    "- **`vjust` (Vertical Justification):**  \n",
    "  Adjusts the vertical alignment of the label relative to its default position.  \n",
    "  - `vjust = 0.0` aligns the label to the bottom.  \n",
    "  - `vjust = 0.5` centers the label vertically.  \n",
    "  - `vjust = 1.0` aligns the label to the top.\n",
    "\n",
    "Both parameters accept values between 0.0 and 1.0 for precise positioning, allowing for fine-tuned control over label placement in your plots.\n"
   ]
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    "%useLatestDescriptors\n",
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       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"df_-234881024\"></table>\n",
       "\n",
       "<p class=\"dataframe_description\">DataFrame: rowsCount = 3, columnsCount = 12</p>\n",
       "<table class=\"dataframe\" id=\"static_df_-234881023\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">untitled</th><th class=\"bottomBorder\" style=\"text-align:left\">manufacturer</th><th class=\"bottomBorder\" style=\"text-align:left\">model</th><th class=\"bottomBorder\" style=\"text-align:left\">displ</th><th class=\"bottomBorder\" style=\"text-align:left\">year</th><th class=\"bottomBorder\" style=\"text-align:left\">cyl</th><th class=\"bottomBorder\" style=\"text-align:left\">trans</th><th class=\"bottomBorder\" style=\"text-align:left\">drv</th><th class=\"bottomBorder\" style=\"text-align:left\">cty</th><th class=\"bottomBorder\" style=\"text-align:left\">hwy</th><th class=\"bottomBorder\" style=\"text-align:left\">fl</th><th class=\"bottomBorder\" style=\"text-align:left\">class</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">audi</td><td  style=\"vertical-align:top\">a4</td><td  style=\"vertical-align:top\">1.800000</td><td  style=\"vertical-align:top\">1999</td><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">auto(l5)</td><td  style=\"vertical-align:top\">f</td><td  style=\"vertical-align:top\">18</td><td  style=\"vertical-align:top\">29</td><td  style=\"vertical-align:top\">p</td><td  style=\"vertical-align:top\">compact</td></tr><tr><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">audi</td><td  style=\"vertical-align:top\">a4</td><td  style=\"vertical-align:top\">1.800000</td><td  style=\"vertical-align:top\">1999</td><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">manual(m5)</td><td  style=\"vertical-align:top\">f</td><td  style=\"vertical-align:top\">21</td><td  style=\"vertical-align:top\">29</td><td  style=\"vertical-align:top\">p</td><td  style=\"vertical-align:top\">compact</td></tr><tr><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">audi</td><td  style=\"vertical-align:top\">a4</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">2008</td><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">manual(m6)</td><td  style=\"vertical-align:top\">f</td><td  style=\"vertical-align:top\">20</td><td  style=\"vertical-align:top\">31</td><td  style=\"vertical-align:top\">p</td><td  style=\"vertical-align:top\">compact</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            /*<!--*/\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: \"<span title=\\\"untitled: Int\\\">untitled</span>\", children: [], rightAlign: true, values: [\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">1</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">2</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">3</span></span>\"] }, \n",
       "{ name: \"<span title=\\\"manufacturer: String\\\">manufacturer</span>\", children: [], rightAlign: false, values: [\"audi\",\"audi\",\"audi\"] }, \n",
       "{ name: \"<span title=\\\"model: String\\\">model</span>\", children: [], rightAlign: false, values: [\"a4\",\"a4\",\"a4\"] }, \n",
       "{ name: \"<span title=\\\"displ: Double\\\">displ</span>\", children: [], rightAlign: true, values: [\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">1.8</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">1.8</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">2.0</span></span>\"] }, \n",
       "{ name: \"<span title=\\\"year: Int\\\">year</span>\", children: [], rightAlign: true, values: [\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">1999</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">1999</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">2008</span></span>\"] }, \n",
       "{ name: \"<span title=\\\"cyl: Int\\\">cyl</span>\", children: [], rightAlign: true, values: [\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">4</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">4</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">4</span></span>\"] }, \n",
       "{ name: \"<span title=\\\"trans: String\\\">trans</span>\", children: [], rightAlign: false, values: [\"auto(l5)\",\"manual(m5)\",\"manual(m6)\"] }, \n",
       "{ name: \"<span title=\\\"drv: Char\\\">drv</span>\", children: [], rightAlign: false, values: [\"f\",\"f\",\"f\"] }, \n",
       "{ name: \"<span title=\\\"cty: Int\\\">cty</span>\", children: [], rightAlign: true, values: [\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">18</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">21</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">20</span></span>\"] }, \n",
       "{ name: \"<span title=\\\"hwy: Int\\\">hwy</span>\", children: [], rightAlign: true, values: [\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">29</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">29</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">31</span></span>\"] }, \n",
       "{ name: \"<span title=\\\"fl: Char\\\">fl</span>\", children: [], rightAlign: false, values: [\"p\",\"p\",\"p\"] }, \n",
       "{ name: \"<span title=\\\"class: String\\\">class</span>\", children: [], rightAlign: false, values: [\"compact\",\"compact\",\"compact\"] }, \n",
       "], id: -234881024, rootId: -234881024, totalRows: 3 } ) });\n",
       "/*-->*/\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-234881024) });\n",
       "\n",
       "document.getElementById(\"static_df_-234881023\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "val mpg = DataFrame.readCSV(\"https://raw.githubusercontent.com/JetBrains/lets-plot-docs/master/data/mpg.csv\")\n",
    "mpg.head(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "70ba4693-2abf-4326-919a-f0527f81d476",
   "metadata": {},
   "outputs": [],
   "source": [
    "// Base plot with manufacturer on x-axis\n",
    "val p = letsPlot(mpg.toMap()) {\n",
    "        x = \"manufacturer\" \n",
    "        y = \"hwy\"\n",
    "} + geomBoxplot(fill = \"#7CF\", color = \"#888\") +\n",
    "    xlab(\"Manufacturer\") +\n",
    "    ylab(\"Highway MPG\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a39a4175-1ba1-40c5-ba5e-a4337651b69f",
   "metadata": {},
   "outputs": [
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       "    <g transform=\"translate(51.4612109109364 16.8 ) \">\n",
       "      <text class=\"plot-title\" y=\"0.0\">\n",
       "        <tspan>Default Tick Labels</tspan>\n",
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       "    </g>\n",
       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 400.0 L600.0 400.0 L600.0 0.0 Z\" pointer-events=\"none\">\n",
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       "  </g>\n",
       "  <g id=\"dICWPcq\">\n",
       "  </g>\n",
       "</svg>\n",
       "                <script>document.getElementById(\"862344e2-f7ad-4f63-9964-91b114196e47\").style.display = \"none\";</script>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p + ggtitle(\"Default Tick Labels\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "0432ced8-8885-41e6-aeb5-db83831faf3e",
   "metadata": {},
   "outputs": [
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       "    <g transform=\"translate(51.4612109109364 16.8 ) \">\n",
       "      <text class=\"plot-title\" y=\"0.0\">\n",
       "        <tspan>90° Rotation, Center-Aligned Vertically</tspan>\n",
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       "    <g transform=\"translate(16.0 153.35809328483518 ) rotate(-90.0 ) \">\n",
       "      <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>Highway MPG</tspan>\n",
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       "    <g transform=\"translate(322.4806054554682 393.0 ) \">\n",
       "      <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>Manufacturer</tspan>\n",
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       "  </g>\n",
       "  <g id=\"dKaCri8\">\n",
       "  </g>\n",
       "</svg>\n",
       "                <script>document.getElementById(\"ac6034f7-d82c-442d-aa91-5b5d83747f7b\").style.display = \"none\";</script>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p + ggtitle(\"90° Rotation, Center-Aligned Vertically\") +\n",
    "    theme(axisTextX = elementText(angle = 90, vjust = 0.5))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "948ed96d-22d3-499d-bb71-770719a91ec7",
   "metadata": {},
   "outputs": [
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       "    <g transform=\"translate(51.4612109109364 16.8 ) \">\n",
       "      <text class=\"plot-title\" y=\"0.0\">\n",
       "        <tspan>30° Rotation, Aligned to the Ticks</tspan>\n",
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       "  <g id=\"daPAopJ\">\n",
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       "</svg>\n",
       "                <script>document.getElementById(\"a6125d48-1433-45dc-a911-abb0e47c0587\").style.display = \"none\";</script>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p + ggtitle(\"30° Rotation, Aligned to the Ticks\") +\n",
    "    theme(axisTextX = elementText(angle = 30, hjust = 1.0, vjust = 1.0))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f2cd5451-baa1-42ed-a93d-3d78f253723f",
   "metadata": {},
   "outputs": [
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       "                <tspan>subaru</tspan>\n",
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       "                <tspan>toyota</tspan>\n",
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       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.35em\" y=\"0.0\">\n",
       "                <tspan>volkswagen</tspan>\n",
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       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.35em\" y=\"0.0\">\n",
       "                <tspan>chevrolet</tspan>\n",
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       "                <tspan>jeep</tspan>\n",
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       "                <tspan>land rover</tspan>\n",
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       "                <tspan>25</tspan>\n",
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       "          <g transform=\"translate(0.0 124.73018217943581 ) \">\n",
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       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\" y=\"0.0\">\n",
       "                <tspan>30</tspan>\n",
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       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\" y=\"0.0\">\n",
       "                <tspan>35</tspan>\n",
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       "          </g>\n",
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       "                <tspan>40</tspan>\n",
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       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\" y=\"0.0\">\n",
       "                <tspan>45</tspan>\n",
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       "          </g>\n",
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       "      <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>Highway MPG</tspan>\n",
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       "      <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>Manufacturer</tspan>\n",
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      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p + ggtitle(\"40° Rotation, at the Bottom, Center-aligned Horizontally\") +\n",
    "        theme(axisTextX = elementText(angle = 40, hjust = 0.5, vjust = 0.0))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "705475a2-f97f-4ac0-99ef-0f2608d7dc24",
   "metadata": {},
   "outputs": [],
   "source": [
    "data class CategoryData(val category: String, val value: Int)\n",
    "\n",
    "val cdata = listOf(\n",
    "    CategoryData(\"Highly Recommended\", 25),\n",
    "    CategoryData(\"Moderately Satisfactory\", 40),\n",
    "    CategoryData(\"Needs Improvement\", 15),\n",
    "    CategoryData(\"Exceeds Expectations\", 35),\n",
    "    CategoryData(\"Barely Acceptable Quality\", 10)\n",
    ")\n",
    "\n",
    "val cdataMap = mapOf(\n",
    "    \"category\" to cdata.map { it.category },\n",
    "    \"value\" to cdata.map { it.value }\n",
    ")\n",
    "\n",
    "val cp = letsPlot(cdataMap) {\n",
    "    x = \"value\" \n",
    "    y = \"category\"\n",
    "} + geomBar(stat = Stat.identity, fill = \"#FB7\") +\n",
    "    ggtitle(\"Y-Axis Label Justification Demo\") +\n",
    "    xlab(\"Value\") +\n",
    "    ylab(\"Category\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2a1fa511-adab-442b-8506-9cd0f96a6191",
   "metadata": {},
   "source": [
    "* Left-aligning long labels creates a consistent starting edge, improving readability, while aligning with natural left-to-right reading patterns."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "df18cd99-ebad-4b50-ae60-118f9ed2b585",
   "metadata": {},
   "outputs": [
    {
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        "data": {
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          "Highly Recommended",
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          25,
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          10
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        },
        "data_meta": {
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        "ggtitle": {
         "text": "Y-Axis Label Justification Demo"
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   "source": [
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